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created at

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updated at

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Open Graph

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site name

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raw text

ICML 2020 Workshop ICML 2020 Workshop Toggle navigation Overview Invited Speakers Accepted Papers Award Schedule Organizers References Bridge Between Perception and Reasoning: Graph Neural Networks & Beyond ICML 2020 Workshop Overview Deep learning has achieved great success in a variety of tasks such as recognizing objects in images, predicting the sentiment of sentences, or image/speech synthesis by training on a large-amount of data. However, most existing success are mainly focusing on perceptual tasks, which is also known as System I intelligence. In real world, many complicated tasks, such as autonomous driving, public policy decision making, and multi-hop question answering, require understanding the relationship between high-level variables in the data to perform logical reasoning, which is known as System II intelligence. Integrating system I and II intelligence lies in the core of artificial intelligence and machine learning. Graph is an impo...

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